- 김동영, 김유민, 김태윤
| DATE | CHAPTER | CONTENTS |
|---|---|---|
| 03.15.23 | ch1 | Probability Theory, Model Selection, Curse of Dimensionality, Information Theory |
| 03.22.23 | ch2.1 ~ 2.3.5 | Binary&Multinomial Variables, Guassian Distribution |
| 04.05.23 | ch2.3.6 ~ 2.5 | Exponential Family, Nonparametric Methods |
| 05.03.23 | ch3.1 ~ 3.1.2 | Linear Basis Function Models |
| 05.10.23 | ch3.1.3 ~ 3.3 | Bias-Variance Decomposition, Bayesian Linear Regression |
| 05.17.23 | ch3.4 + ch1 equation1.70 proof | Bayesian Model Comparison, independence assumption in the conditional probability |
| 06.28.23(Not fixed) | ch3.5 ~ 4.1.7 | Evidence Approximation, Limitaitons of Fixed Basis Functions, discriminat Functions |